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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

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The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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BIM and Construction Integration
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

affaffiliation
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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

1,860 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
1,860 works in the cohort · of 4,299,418page 20 of 38

Labels cover 5 of 1,860 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 1,860 of 1,860 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Seismic retrofitting of deficient Canadian buildings
Marie-Claude Gemme
2009· dissertation· en· DSpace@MIT (Massachusetts Institute of Technology)· Engineering
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
2
citations
afffundno abstractunlabeled
The Development of a Tool to Assess Quality of Cost Estimates
Philip Jacobs, Greg Finlayson, Ben Faienza, Murray G. Brown, Betty Newson, Nadine MacLean
2002· article· en· Disease Management & Health Outcomes· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
afffundno abstractunlabeled
Environmental Factors on Concept Maps Design
Daniela Oliveira, Mickaël Gardoni, Kimiz Dalkir
2018· book-chapter· en· IFIP advances in information and communication technology· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
fundvenueno affunlabeled
THIRTY METER TELESCOPE (TMT) SITE MERIT FUNCTION
Matthias Schöck, J. Stuart Nelson, S. Els, P. Gillett, Ángel Otarola, Reed Riddle +9 more
2011· article· es· NPARC· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
venueno affunlabeled
Mass Timber Modular Construction: Developments in Oregon
Judith Sheine, Mark Donofrio, Mikhail Gershfeld
2019· article· en· Modular and Offsite Construction (MOC) Summit Proceedings· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affno abstractunlabeled
Innovative Engineering Anchor Systems for Retrofits
Abdulla Zahmak, Omar Nofal, Basil Ibrahim, Hamdy M. Mohamed, Hend Elzefzafy
2025· book-chapter· en· Lecture notes in networks and systems· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
Facilities – 20th anniversary issue
Jane Bell
2003· article· en· Facilities· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
Simulation of the environmental impact of a Canadian house
Radu Zmeureanu, Frédéric Cherqui, Étienne Wurtz, Francis Allard
2005· preprint· en· HAL (Le Centre pour la Communication Scientifique Directe)· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
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How this was built: Screen · Findings · About